This patch mechanically replaces None with std::nullopt where the
compiler would warn if None were deprecated. The intent is to reduce
the amount of manual work required in migrating from Optional to
std::optional.
This is part of an effort to migrate from llvm::Optional to
std::optional:
https://discourse.llvm.org/t/deprecating-llvm-optional-x-hasvalue-getvalue-getvalueor/63716
Relax linalg elementwise fusion check to allow mixed consumers. Producer is still required to be fully tensor to avoid potential memref aliasing.
Differential Revision: https://reviews.llvm.org/D138759
This drops the artificial requirement of producers having a single
result value to be able to fuse with consumers.
The current default also only fuses producer with consumer when the
producer has a single use. This is a simplifying assumption. There are
legitimate use cases where a producer can be fused with consumer and
the fused o pcould be used to replace the uses of the producer as
well. This needs to be done with care to avoid use-def violations. To
allow for downstream users to explore more fusion opportunities, the
core transformation method is exposed as a utility function.
This patch also modifies the control function to take just the fused
operand as the argument. This is enough information for the callers to
get the producer and the consumer operations being considered to
fuse. It also provides information of which producer result is used.
Differential Revision: https://reviews.llvm.org/D132301
This one required more changes than ideal due to overlapping generated name
with different return types. Changed getIndexingMaps to getIndexingMapsArray to
move it out of the way/highlight that it returns (more expensively) a
SmallVector and uses the prefixed name for the Attribute.
Differential Revision: https://reviews.llvm.org/D129919
The method to add elementwise ops fusion patterns pulls in many other
patterns by default. The patterns to pull in along with the
elementwise op fusion should be upto the caller. Split the method to
pull in just the elementwise ops fusion pattern. Other cleanup changes
include
- Move the pattern for constant folding of generic ops (currently only
constant folds transpose) into a separate file, cause it is not
related to fusion
- Drop the uber LinalgElementwiseFusionOptions. With the
populateElementwiseOpsFusionPatterns being split, this has no
utility now.
- Drop defaults for the control function.
- Fusion of splat constants with generic ops doesnt need a control
function. It is always good to do.
Differential Revision: https://reviews.llvm.org/D123236
